He felt a sudden urge to flee, to disappear into the nearest shadow. His palms were slick with perspiration, and his throat felt constricted. He tugged at his tie, suddenly wishing he had chosen something less formal.

He glanced at his father, sitting at the head table, his face radiating contentment. He had to be strong for his dad. He had to. But the churning in his stomach made it difficult to form even a coherent thought.

The speaker ahead of him began to wind down, his words becoming a meaningless drone. Then, the emcee announced his name. He stood, his legs shaky. He took a deep, forced breath and walked towards the microphone, hoping against hope that he could pull it together.

Emotion: on edge

Cluster: Fear / Anxiety
PC1 (Valence): -1.77 Negative
PC2 (Disposition): -0.35

Role in Research

This story is one of 1,000 stories generated for the emotion on edge. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 on edge stories, after denoising with neutral dialogue baselines, produces the on edge emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the on edge vector is projected through the unembedding matrix.

Promoted:
😖0.228
😣0.224
worse0.223
urges0.216
느껴0.214
Suppressed:
de-0.514
la-0.391
a-0.366
B-0.332
L-0.283